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ORCIDXixi Lu 0001
Person information
- affiliation: Utrecht University, The Netherlands
Other persons with the same name
- Xixi Lu 0002 — Zhengzhou University of Aeronautics, Zhengzhou, China
- Xixi Lu 0003 — National University of Singapore, Singapore
- Xixi Lu 0004 — Chengdu University of Technology, China
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2020 – today
- 2025
[j10]Olusanmi A. Hundogan, Bart J. Verhoef, Patrick Theeven, Hajo A. Reijers, Xixi Lu:
Reinforcement learning for optimizing responses in care processes. Data Knowl. Eng. 157: 102412 (2025)- 2024
- [j9]Na Guo
, Cong Liu, Caihong Li, Qingtian Zeng, Chun Ouyang, Qingzhi Liu, Xixi Lu:
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model. IEEE Trans. Serv. Comput. 17(3): 949-962 (2024) - [c37]Andrei Buliga, Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Remco M. Dijkman, Chiara Di Francescomarino, Chiara Ghidini, Hajo A. Reijers:
Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring. BPM 2024: 363-380 - [c36]Tim K. Smit, Hajo A. Reijers, Xixi Lu:
HOEG: A New Approach for Object-Centric Predictive Process Monitoring. CAiSE 2024: 231-247 - [c35]Vlad Paul Cosma, Axel Kjeld Fjelrad Christfort, Thomas T. Hildebrandt, Xixi Lu, Hajo A. Reijers, Tijs Slaats:
Improving Simplicity by Discovering Nested Groups in Declarative Models. CAiSE 2024: 440-455 - [i11]Tim K. Smit, Hajo A. Reijers, Xixi Lu:
HOEG: A New Approach for Object-Centric Predictive Process Monitoring. CoRR abs/2404.05316 (2024) - 2023
- [j8]Sander J. J. Leemans, Sebastiaan J. van Zelst, Xixi Lu:
Partial-order-based process mining: a survey and outlook. Knowl. Inf. Syst. 65(1): 1-29 (2023) - [c34]Bart J. Verhoef, Xixi Lu:
Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents. Business Process Management Workshops 2023: 57-69 - [c33]Sebastiaan J. van Zelst, Jonas Tai, Moritz Langenberg, Xixi Lu:
Context-Based Activity Label-Splitting. BPM 2023: 232-248 - [c32]Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Rob Verhoeven, Hanneke van Laarhoven, Remco M. Dijkman:
Interactive Multi-interest Process Pattern Discovery. BPM 2023: 303-319 - [c31]Olusanmi Hundogan, Xixi Lu, Yupei Du, Hajo A. Reijers:
CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics. CAiSE 2023: 541-557 - [c30]Hilde E. Jongeling, Xixi Lu, Iris Beerepoot, Inge van de Weerd, Hajo A. Reijers:
Getting Your RPA Priorities Straight with Process Mining: The PLOST Framework. ECIS 2023 - [c29]Iris Beerepoot, Daniël Barenholz, Stijn Beekhuis, Jens Gulden, Suhwan Lee, Xixi Lu, Sietse Overbeek, Inge van de Weerd, Jan Martijn E. M. van der Werf, Hajo A. Reijers:
A Window of Opportunity: Active Window Tracking for Mining Work Practices. ICPM 2023: 57-64 - [c28]Ying Liu, Vinicius Stein Dani, Iris Beerepoot, Xixi Lu:
Turning Logs into Lumber: Preprocessing Tasks in Process Mining. ICPM Workshops 2023: 98-109 - [c27]Suhwan Lee, Marco Comuzzi, Xixi Lu, Hajo A. Reijers:
Measuring the Stability of Process Outcome Predictions in Online Settings. ICPM 2023: 105-112 - [c26]Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Remco M. Dijkman:
IMPresseD: Outcome-Oriented Interactive Multi-Interest Process Pattern Discovery Tool. ICPM Doctoral Consortium / Demo 2023 - [c25]Jochem Veldman, Xixi Lu, Wouter van der Waal, Marcus Dees, Inge van de Weerd:
Generating Process Anomalies with Markov Chains: A Pattern-Driven Approach. ICPM Workshops 2023: 123-135 - [i10]Olusanmi Hundogan, Xixi Lu, Yupei Du, Hajo A. Reijers:
CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics. CoRR abs/2303.15844 (2023) - [i9]Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Rob Verhoeven, Hanneke van Laarhoven, Remco M. Dijkman:
Interactive Multi Interest Process Pattern Discovery. CoRR abs/2308.14475 (2023) - [i8]Ying Liu, Vinicius Stein Dani, Iris Beerepoot, Xixi Lu:
Turning Logs into Lumber: Preprocessing Tasks in Process Mining. CoRR abs/2309.17100 (2023) - [i7]Bart J. Verhoef, Xixi Lu:
Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents. CoRR abs/2310.00981 (2023) - [i6]Suhwan Lee, Marco Comuzzi, Xixi Lu, Hajo A. Reijers:
Measuring the Stability of Process Outcome Predictions in Online Settings. CoRR abs/2310.09000 (2023) - 2022
- [j7]Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers:
From action to response to effect: Mining statistical relations in work processes. Inf. Syst. 109: 102035 (2022) - [j6]Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato:
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127: 103994 (2022) - [c24]Jelmer Jan Koorn, Xixi Lu, Felix Mannhardt, Henrik Leopold, Hajo Alexander Reijers:
Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions. HICSS 2022: 1-10 - [c23]Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Niels Martin, Sam Verboven, Hajo A. Reijers:
Mining Statistical Relations for Better Decision Making in Healthcare Processes. ICPM 2022: 32-39 - [c22]Suhwan Lee, Xixi Lu, Hajo A. Reijers:
The Analysis of Online Event Streams: Predicting the Next Activity for Anomaly Detection. RCIS 2022: 248-264 - [e1]Jorge Munoz-Gama, Xixi Lu:
Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers. Lecture Notes in Business Information Processing 433, Springer 2022, ISBN 978-3-030-98580-6 [contents] - [i5]Suhwan Lee, Xixi Lu, Hajo A. Reijers:
The Analysis of Online Event Streams: Predicting the Next Activity for Anomaly Detection. CoRR abs/2203.09619 (2022) - 2021
- [j5]Thais Neubauer, Sarajane Marques Peres, Marcelo Fantinato, Xixi Lu, Hajo A. Reijers:
Interactive clustering: a scoping review. Artif. Intell. Rev. 54(4): 2765-2826 (2021) - [c21]Vinicius Stein Dani, Henrik Leopold, Jan Martijn E. M. van der Werf, Xixi Lu, Iris Beerepoot, Jelmer Jan Koorn, Hajo A. Reijers:
Towards Understanding the Role of the Human in Event Log Extraction. Business Process Management Workshops 2021: 86-98 - [c20]Victor van Andel, Iris Beerepoot, Xixi Lu, Inge van de Weerd, Hajo A. Reijers:
DEUCE: A Methodology for Detecting Unauthorized Access of Electronic Health Records Using Process Mining. ECIS 2021 - [c19]Iris Beerepoot, Xixi Lu, Inge van de Weerd, Hajo A. Reijers:
Seeing the Signs of Workarounds: A Mixed-Methods Approach to the Detection of Nurses' Process Deviations. HICSS 2021: 1-10 - [c18]Jelmer Jan Koorn, Iris Beerepoot, Vinicius Stein Dani, Xixi Lu, Inge van de Weerd, Henrik Leopold, Hajo A. Reijers:
Bringing Rigor to the Qualitative Evaluation of Process Mining Findings: An Analysis and a Proposal. ICPM 2021: 120-127 - [c17]Ruben Post, Iris Beerepoot, Xixi Lu, Stijn Kas, Sebastiaan Wiewel, Angelique Koopman, Hajo A. Reijers:
Active Anomaly Detection for Key Item Selection in Process Auditing. ICPM Workshops 2021: 167-179 - [c16]Suhwan Lee, Marco Comuzzi, Xixi Lu:
Continuous Performance Evaluation for Business Process Outcome Monitoring. ICPM Workshops 2021: 237-249 - 2020
- [c15]Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers:
Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes. BPM 2020: 167-183 - [c14]Xixi Lu, Avigdor Gal, Hajo A. Reijers:
Discovering Hierarchical Processes Using Flexible Activity Trees for Event Abstraction. ICPM 2020: 145-152 - [i4]Xixi Lu, Seyed Amin Tabatabaei, Mark Hoogendoorn, Hajo A. Reijers:
Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns. CoRR abs/2001.03411 (2020) - [i3]Xixi Lu, Avigdor Gal, Hajo A. Reijers:
Discovering Hierarchical Processes Using Flexible Activity Trees for Event Abstraction. CoRR abs/2010.08302 (2020)
2010 – 2019
- 2019
- [c13]Xixi Lu, Seyed Amin Tabatabaei, Mark Hoogendoorn, Hajo A. Reijers:
Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns. BPM 2019: 198-215 - [c12]Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers:
Towards Understanding Aggressive Behavior in Residential Care Facilities Using Process Mining. ER Workshops 2019: 135-145 - [c11]Seyed Amin Tabatabaei, Xixi Lu, Mark Hoogendoorn, Hajo A. Reijers:
Identifying Patient Groups based on Frequent Patterns of Patient Samples. HealthCom 2019: 1-6 - [c10]Junxiong Gao, Sebastiaan J. van Zelst, Xixi Lu, Wil M. P. van der Aalst:
Automated Robotic Process Automation: A Self-Learning Approach. OTM Conferences 2019: 95-112 - [i2]Seyed Amin Tabatabaei, Xixi Lu, Mark Hoogendoorn, Hajo A. Reijers:
Identifying Patient Groups based on Frequent Patterns of Patient Samples. CoRR abs/1904.01863 (2019) - 2018
- [j4]Mahdi Alizadeh, Xixi Lu, Dirk Fahland, Nicola Zannone, Wil M. P. van der Aalst:
Linking data and process perspectives for conformance analysis. Comput. Secur. 73: 172-193 (2018) - [j3]Niek Tax, Xixi Lu, Natalia Sidorova, Dirk Fahland, Wil M. P. van der Aalst:
The imprecisions of precision measures in process mining. Inf. Process. Lett. 135: 1-8 (2018) - 2017
- [c9]Xixi Lu, Dirk Fahland, Robert Andrews, Suriadi Suriadi, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst:
Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information. OTM Conferences (1) 2017: 154-174 - [c8]Xixi Lu, Dirk Fahland:
A Conceptual Framework for Understanding Event Data Quality for Behavior Analysis. ZEUS 2017: 11-14 - [i1]Niek Tax, Xixi Lu, Natalia Sidorova, Dirk Fahland, Wil M. P. van der Aalst:
The Imprecisions of Precision Measures in Process Mining. CoRR abs/1705.03303 (2017) - 2016
- [j2]Dirk Fahland, Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel:
Discovering Interacting Artifacts from ERP Systems (Extended Abstract). EMISA Forum 36(2): 89-92 (2016) - [c7]Xixi Lu, Dirk Fahland, Wil M. P. van der Aalst:
Interactively Exploring Logs and Mining Models with Clustering, Filtering, and Relabeling. BPM (Demos) 2016: 44-49 - [c6]Xixi Lu, Dirk Fahland, Frank J. H. M. van den Biggelaar, Wil M. P. van der Aalst:
Handling Duplicated Tasks in Process Discovery by Refining Event Labels. BPM 2016: 90-107 - [c5]Dirk Fahland, Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel:
Discovering Interacting Artifacts from ERP Systems (Extended Abstract). EMISA 2016: 5-8 - 2015
- [j1]Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel, Dirk Fahland:
Discovering Interacting Artifacts from ERP Systems. IEEE Trans. Serv. Comput. 8(6): 861-873 (2015) - [c4]Xixi Lu, Dirk Fahland, Frank J. H. M. van den Biggelaar, Wil M. P. van der Aalst:
Detecting Deviating Behaviors Without Models. Business Process Management Workshops 2015: 126-139 - [c3]Maikel L. van Eck, Xixi Lu, Sander J. J. Leemans, Wil M. P. van der Aalst:
PM ^2 : A Process Mining Project Methodology. CAiSE 2015: 297-313 - 2014
- [c2]Xixi Lu, Dirk Fahland, Wil M. P. van der Aalst:
Conformance Checking Based on Partially Ordered Event Data. Business Process Management Workshops 2014: 75-88 - [c1]Xixi Lu, Ronny Mans, Dirk Fahland, Wil M. P. van der Aalst:
Conformance checking in healthcare based on partially ordered event data. ETFA 2014: 1-8
Coauthor Index
aka: Hajo Alexander Reijers
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